Sam Ritchie from Stripe was a guest on This-Week-in-Machine-Learning/AI (TWiMLAI) (podcast) talking about explaining black box predictions. https://twimlai.com

Sam Ritchie from Stripe was a guest on This-Week-in-Machine-Learning/AI (TWiMLAI) (podcast) talking about explaining black box predictions. https://twimlai.com/twiml-talk-73-exploring-black-box-predictions-sam-ritchie/ https://twimlai.com/twiml-talk-73-exploring-black-box-predic... TL; DR is basically you keep a decision tree in parallel to your model that carries with it long/short-form text that "explains" why the model does what it does.